Dynamic Task-Scheduling Algorithm in CNC System Based on Cloud Computing

被引:0
|
作者
Wang Han [1 ]
Tang Xiao-qi [2 ]
Song Bao [1 ]
Tang Yu-zhi [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, Wuhan 430074, Hubei, Peoples R China
[2] Wuhan Huazhong Numer Control Co Ltd, Sch Mech Sci & Engn, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
dynamic resource-scheduling algorithm; CNC system; cloud computing;
D O I
10.1109/IMCCC.2012.353
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Based on the architecture of the cloud computing, we establish a distributive CNC system, and analysis differences of the task request between the general cloud computing and the CNC system, then we propose a dynamic feedback scheduling-algorithm in order to realize tasks scheduling. In this dynamic feedback algorithm, every task has a weight value, which is expressed by a vector, in order to express the different request of the different resource. Quantization analysis of the resource request is used to select the best node to accomplish the task, and the optimization selection can achieves the purpose that improving the usage of the resource and reducing the average response time of tasks. Lastly, the simulation results verify the feasibility and the availability of the algorithm in distributive algorithm.
引用
收藏
页码:1508 / 1512
页数:5
相关论文
共 50 条
  • [31] Task Scheduling Algorithm Based on Reliability Perception in Cloud Computing
    Kuang, Yuejuan
    Luo, Zhuojun
    Ouyang, Weihao
    [J]. RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2021, 14 (01) : 52 - 58
  • [32] An Improved Max-Min Task-Scheduling Algorithm for Elastic Cloud
    Li, Xiaofang
    Mao, Yingchi
    Xiao, Xianjian
    Zhuang, Yanbin
    [J]. 2014 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C 2014), 2014, : 340 - 343
  • [33] A Scheduling Algorithm for Cloud Computing System Based on the Driver of Dynamic Essential Path
    Xie, Zhiqiang
    Shao, Xia
    Xin, Yu
    [J]. PLOS ONE, 2016, 11 (08):
  • [34] Scheduling algorithm for a task under cloud computing
    Li Y.
    Yao Y.
    [J]. International Journal of Performability Engineering, 2019, 15 (08) : 2081 - 2090
  • [35] MSA: A task scheduling algorithm for cloud computing
    Mohapatra S.
    Panigrahi C.R.
    Pati B.
    Mishra M.
    [J]. International Journal of Cloud Computing, 2019, 8 (03) : 283 - 297
  • [36] Research on scheduling algorithm of cloud computing task
    Li, Mei-An
    Zhang, Pei-Qiang
    Wang, Bu-Yu
    [J]. Metallurgical and Mining Industry, 2015, 7 (09): : 254 - 258
  • [37] SAMPGA Task Scheduling Algorithm in Cloud Computing
    Wei, Xing Jia
    Bei, Wang
    Jun, Li
    [J]. PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 5633 - 5637
  • [38] An Optimized Task Scheduling Algorithm in Cloud Computing
    Mittal, Shubham
    Katal, Avita
    [J]. 2016 IEEE 6TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (IACC), 2016, : 197 - 202
  • [39] Task Scheduling Algorithm in Cloud Computing Environment Based on Cloud Pricing Models
    Ibrahim, Elhossiny
    El-Bahnasawy, Nirmeen A.
    Omara, Fatma A.
    [J]. 2016 WORLD SYMPOSIUM ON COMPUTER APPLICATIONS & RESEARCH (WSCAR), 2016, : 65 - 71
  • [40] Local Pollination-Based Moth Search Algorithm for Task-Scheduling Heterogeneous Cloud Environment
    Gokuldhev, M.
    Singaravel, G.
    [J]. COMPUTER JOURNAL, 2022, 65 (02): : 382 - 395